Run
509257

Run 509257

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.6097
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7721
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.298
UserCPU time millis testing
0.075
UserCPU time millis training
2.223